Don't Lie to Me! Robust and Efficient Explainability with Verified Perturbation Analysis

Thomas Fel, Melanie Ducoffe, David Vigouroux, Rémi Cadène, Mikael Capelle, Claire Nicodème, Thomas Serre. Don't Lie to Me! Robust and Efficient Explainability with Verified Perturbation Analysis. In IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023, Vancouver, BC, Canada, June 17-24, 2023. pages 16153-16163, IEEE, 2023. [doi]

Abstract

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